Faeze Ghofrani

Recent applications of big data analytics in railway transportation systems: A survey

Faeze Ghofrani, Rob M.P. Goverde, Xiang Liu · Transportation Research Part C Emerging Technologies · 2018 · 314 citations

Computing, Information Technology, Transportation Planning +16

Exploring the impact of foot-by-foot track geometry on the occurrence of rail defects

Reza Karami Mohammadi, Qing He, Faeze Ghofrani et al. · Transportation Research Part C Emerging Technologies · 2019 · 81 citations

Engineering, Industrial Engineering, Transportation Engineering +8

Predicting rail defect frequency: An integrated approach using fatigue modeling and data analytics

Faeze Ghofrani, Abhishek Pathak, Reza Karami Mohammadi et al. · Computer-Aided Civil and Infrastructure Engineering · 2019 · 44 citations

Engineering, Computational Engineering, Finite Element Analysis +16

Bayesian Survival Approach to Analyzing the Risk of Recurrent Rail Defects

Faeze Ghofrani, Qing He, Reza Karami Mohammadi et al. · Transportation Research Record Journal of the Transportation Research Board · 2019 · 18 citations

Public Health, Biostatistics, Bayesian Data Analysis +16

Analyzing Risk of Service Failures in Heavy Haul Rail Lines: A Hybrid Approach for Imbalanced Data

Faeze Ghofrani, Hongyue Sun, Qing He · Risk Analysis · 2021 · 18 citations

Computing, Computer Science, Data Science +17